• python的文件操作


    刚刚学完文件操作,现学现卖,这就整理起来咯。文件的操作,归根结底就只有两种:打开文件、操作文件

    一、打开文件:文件句柄 = open('文件路径', '模式')

    python中打开文件有两种方式,即:open(...) 和  file(...),本质上前者在内部会调用后者来进行文件操作,在这里我们推荐使用open,解释

    二、操作文件

    操作文件包括了文件的读、写和关闭,首先来谈谈打开方式:当我们执行 文件句柄 = open('文件路径', '模式') 操作的时候,要传递给open方法一个表示模式的参数:

    打开文件的模式有:

    • r,只读模式(默认)。
    • w,只写模式。【不可读;不存在则创建;存在则删除内容;】
    • a,追加模式。【可读;   不存在则创建;存在则只追加内容;】

    "+" 表示可以同时读写某个文件

    • r+,可读写文件。【可读;可写;可追加】
    • w+,先写再读。【这个方法打开文件会清空原本文件中的所有内容,将新的内容写进去,之后也可读取已经写入的内容】
    • a+,同a

    "U"表示在读取时,可以将 自动转换成 (注意:只能与 r 或 r+ 模式同使用)

    • rU
    • r+U
    • rbU
    • rb+U

    "b"表示处理二进制文件(如:FTP发送上传ISO镜像文件,linux可忽略,windows处理二进制文件时需标注)

    • rb
    • wb
    • ab

     以下是file操作的源码解析:

      1 class file(object):
      2 
      3       def close(self): # real signature unknown; restored from __doc__
      4         关闭文件
      5 
      6         """close() -> None or (perhaps) an integer.  Close the file.
      7        
      8         Sets data attribute .closed to True.  A closed file cannot be used for
      9         further I/O operations.  close() may be called more than once without
     10         error.  Some kinds of file objects (for example, opened by popen())
     11         may return an exit status upon closing.
     12         """
     13  
     14      def fileno(self): # real signature unknown; restored from __doc__
     15         文件描述符   
     16 
     17          """fileno() -> integer "file descriptor".
     18         
     19         This is needed for lower-level file interfaces, such os.read(). """
     20         
     21         return 0    
     22 
     23     def flush(self): # real signature unknown; restored from __doc__
     24         刷新文件内部缓冲区
     25         
     26         """ flush() -> None.  Flush the internal I/O buffer. """
     27 
     28         pass
     29 
     30     def isatty(self): # real signature unknown; restored from __doc__
     31         判断文件是否是同意tty设备
     32 
     33         """ isatty() -> true or false.  True if the file is connected to a tty device. """
     34 
     35         return False
     36 
     37     def next(self): # real signature unknown; restored from __doc__
     38         获取下一行数据,不存在,则报错
     39 
     40         """ x.next() -> the next value, or raise StopIteration """
     41 
     42         pass
     43 
     44  
     45 
     46     def read(self, size=None): # real signature unknown; restored from __doc__
     47         读取指定字节数据
     48 
     49         """read([size]) -> read at most size bytes, returned as a string.
     50       
     51         If the size argument is negative or omitted, read until EOF is reached.
     52         Notice that when in non-blocking mode, less data than what was requested
     53         may be returned, even if no size parameter was given."""
     54 
     55         pass
     56 
     57     def readinto(self): # real signature unknown; restored from __doc__
     58         读取到缓冲区,不要用,将被遗弃
     59 
     60         """ readinto() -> Undocumented.  Don't use this; it may go away. """
     61 
     62         pass
     63 
     64  
     65     def readline(self, size=None): # real signature unknown; restored from __doc__
     66         仅读取一行数据
     67         """readline([size]) -> next line from the file, as a string.
     68     
     69         Retain newline.  A non-negative size argument limits the maximum
     70         number of bytes to return (an incomplete line may be returned then).
     71         Return an empty string at EOF. """
     72 
     73         pass
     74 
     75     def readlines(self, size=None): # real signature unknown; restored from __doc__
     76         读取所有数据,并根据换行保存值列表
     77 
     78         """readlines([size]) -> list of strings, each a line from the file.         
     79 
     80         Call readline() repeatedly and return a list of the lines so read.
     81         The optional size argument, if given, is an approximate bound on the
     82         total number of bytes in the lines returned. """
     83 
     84         return []
     85 
     86  
     87 
     88     def seek(self, offset, whence=None): # real signature unknown; restored from __doc__
     89         指定文件中指针位置
     90         """seek(offset[, whence]) -> None.  Move to new file position.
     91        
     92         Argument offset is a byte count.  Optional argument whence defaults to
     93         0 (offset from start of file, offset should be >= 0); other values are 1
     94         (move relative to current position, positive or negative), and 2 (move
     95         relative to end of file, usually negative, although many platforms allow
     96         seeking beyond the end of a file).  If the file is opened in text mode,
     97         only offsets returned by tell() are legal.  Use of other offsets causes
     98         undefined behavior.
     99         Note that not all file objects are seekable. """
    100 
    101         pass
    102 
    103  
    104 
    105     def tell(self): # real signature unknown; restored from __doc__
    106         获取当前指针位置
    107 
    108         """ tell() -> current file position, an integer (may be a long integer). """
    109         pass
    110 
    111 
    112     def truncate(self, size=None): # real signature unknown; restored from __doc__
    113         截断数据,仅保留指定之前数据
    114 
    115         """ truncate([size]) -> None.  Truncate the file to at most size bytes.
    116 
    117         Size defaults to the current file position, as returned by tell().“""
    118 
    119         pass
    120 
    121  
    122 
    123     def write(self, p_str): # real signature unknown; restored from __doc__
    124         写内容
    125 
    126         """write(str) -> None.  Write string str to file.
    127        
    128         Note that due to buffering, flush() or close() may be needed before
    129         the file on disk reflects the data written."""
    130 
    131         pass
    132 
    133     def writelines(self, sequence_of_strings): # real signature unknown; restored from __doc__
    134         将一个字符串列表写入文件
    135         """writelines(sequence_of_strings) -> None.  Write the strings to the file.
    136 
    137          Note that newlines are not added.  The sequence can be any iterable object
    138          producing strings. This is equivalent to calling write() for each string. """
    139 
    140         pass
    141 
    142  
    143 
    144     def xreadlines(self): # real signature unknown; restored from __doc__
    145         可用于逐行读取文件,非全部
    146 
    147         """xreadlines() -> returns self.
    148        
    149         For backward compatibility. File objects now include the performance
    150         optimizations previously implemented in the xreadlines module. """
    151 
    152         pass          
    file Code

    针对上面源码中的个方法,可以具体看一下在实际操作中的用例:

    obj1 = open('filetest.txt','w+')
    obj1.write('I heard the echo, from the valleys and the heart
    ')
    obj1.writelines(['Open to the lonely soul of sickle harvesting
    ',
                     'Repeat outrightly, but also repeat the well-being of
    ',
                     'Eventually swaying in the desert oasis'])
    obj1.seek(0)
    print obj1.readline()
    print obj1.tell()
    print obj1.readlines()
    obj1.close()

    我们以‘w+’的打开方式为例,write是向文件中写入一个字符串,而writelines是想文件中写入一个字符串数组。seek(0)方法是将指针指向其实位置,因为在写的过程中,指针的标记是随着写入的内容不断后移的,seek方法可以将指针移动到指定位置,而这个时候就指向0位置,从这个位置开始读,就可以读到刚刚写入的所有内容了;readline()是从指针位置读取一行,所以在这里,执行readline会将刚刚写入文件中的第一行读取出来;tell是指出指针当前的位置,这个时候执行tell()方法,指针指向了第二行的起始位置;之后的readlines方法,则会将文件当前指针之后的剩余内容按行读入数组中。下图是程序执行后文件和控制台的结果:

    尽管刚刚使用'w+'的方式打开文件,但是事实上这种打开方式在文件处理中并不常用,曾一度被我们老师评为‘无意义’,因为用‘w+’方法会清空原文件里所有的东西~

    上面一口气介绍了那么多方法,让我们有了一个笼统的概念,接下来把这些方法们各功能拿出来对比下:

    写文件操作

    write,writelines,相比于那些五花八门的读方法,写方法就单纯的多了,只有wite和writelines两种。看下面的例子和写入的结果,其实write方法和writelines方法都差不多,只不过一个接受的参数是list格式,一个接受的参数是字符串格式而已。这里使用的时候要注意换行符。

    1 obj1 = open('E:PythonL\11-8\filetest.txt','r')
    2 obj1 = open('filetest.txt','w+')
    3 obj1.write('I heard the echo, from the valleys and the heart
    Open to the lonely soul of sickle harvesting
    ')
    4 obj1.writelines([
    5                  'Repeat outrightly, but also repeat the well-being of
    ',
    6                  'Eventually swaying in the desert oasis'
    7                  ])

    刚刚我们使用write和writelines方法向文件里写入了泰戈尔的一段小诗,结果如下:

    I heard the echo, from the valleys and the heart
    Open to the lonely soul of sickle harvesting
    Repeat outrightly, but also repeat the well-being of
    Eventually swaying in the desert oasis

    读文件操作

    我们以上面这个文件为例,来说说读文件:

    首先来看一下直接读取文件中所有内容的方法read和readlines,从下面的结果来看就知道这两种方法一个返回列表,一个是返回字符串,和上面的write方法相对应:

    1 #readline方法
    2 obj1 = open('E:PythonL\11-8\filetest.txt','r')
    3 print 'readlines:',obj1.readlines()5 #readline方法
    6 print "read:",obj1.read()
    
    1 readlines: ['I heard the echo, from the valleys and the heart
    ', 'Open to the lonely soul of sickle harvesting
    ', 'Repeat outrightly, but also repeat the well-being of
    ', 'Eventually swaying in the desert oasis']
    readlines result
    1 read: I heard the echo, from the valleys and the heart
    2 Open to the lonely soul of sickle harvesting
    3 Repeat outrightly, but also repeat the well-being of
    4 Eventually swaying in the desert oasis
    View Code

    readlines和read方法虽然简便好用,但是如果这个文件很庞大,那么一次性读入内存就降低了程序的性能,这个时候我们就需要一行一行的读取文件来降低内存的使用率了。

    readline,next,xreadlines:用来按行读取文件,其中需要仔细看xreadlines的用法,因为xreadlines返回的是一个迭代器,并不会直接返回某一行的内容

    需要注意的是,尽管我把这一大坨代码放在一起展示,但是要是真的把这一大堆东西放在一起执行,就会报错(ValueError: Mixing iteration and read methods would lose data),具体的原因下面会进行解释。

     1 obj1 = open('E:PythonL\11-8\filetest.txt','r')
     2 #readline方法
     3 print "readline:",obj1.readline()
     5 #readline方法
     6 print "next:",obj1.next()
     8 #readline方法
     9 r = obj1.xreadlines()
    10 print 'xreadlines:',r.next()
    12 #readline方法
    13 print 'readlines:',obj1.readlines()
    15 #readline方法
    16 print "read:",obj1.read()
    

     先展示一下执行上面这些程序的结果好了: 

    左侧是代码,右侧是相应的执行结果。这里先展示readline,next,xreadlines这三个方法。

    1 readline: I heard the echo, from the valleys and the heart
    2 
    3 next: Open to the lonely soul of sickle harvesting
    4 
    5 xreadlines: Repeat outrightly, but also repeat the well-being of
    read result

    这里要补充一点,xreadlines方法在python3.0以后就被弃用了,它被for语句直接遍历渐渐取代了:

     1 obj1 = open('filetest.txt','r')
     2 for line in obj1:
     3     print line
     4 
     5 运行结果:
     6 I heard the echo, from the valleys and the heart
     7 
     8 Open to the lonely soul of sickle harvesting
     9 
    10 Repeat outrightly, but also repeat the well-being of
    11 
    12 Eventually swaying in the desert oasis

    文件中的指针

    看完了文件的读写,文件的基本操作我们就解决了,下面介绍文件处理中和指针相关的一些方法: seek,tell,truncate

    1 obj1 = open('filetest.txt','w+')
    2 obj1.write('I heard the echo, from the valleys and the heart
    '
    3 'Open to the lonely soul of sickle harvesting
    ')
    4 print '1.tell:',obj1.tell()
    5 obj1.writelines([
    6                  'Repeat outrightly, but also repeat the well-being of
    ',
    7                  'Eventually swaying in the desert oasis'
    8                  ])
    9 print '2.tell:',obj1.tell()

    首先看tell,tell的作用是指出当前指针所在的位置。无论对文件的读或者写,都是依赖于指针的位置,我们从指针的位置开始读,也从指针的位置开始写。我们还是写入之前的内容,在中间打印一下tell的结果。执行代码后结果如下:

    1.tell: 96
    2.tell: 188

    接下来再看一下seek的使用:

    1 obj1 = open('E:PythonL\11-8\filetest.txt','r')
    2 print "next:",obj1.next(),'tell1:',obj1.tell(),'
    '
    3 obj1.seek(50)
    4 print "read:",obj1.read(),'tell2:',obj1.tell(),'
    '
    next: I heard the echo, from the valleys and the heart
    tell1: 188 
    
    read: Open to the lonely soul of sickle harvesting
    Repeat outrightly, but also repeat the well-being of
    Eventually swaying in the desert oasis tell2: 188 
    seek use

    从显示的执行结果来看这个问题,我们在使用next读取文件的时候,使用了tell方法,这个时候返回的是188,指针已经指向了tell的结尾(具体原因在下面解释),那么我们执行read方法,就读不到内容了,这个时候我们使用seek方法将指针指向50这个位置,再使用中read方法,就可以把剩下的内容读取出来。
    在看一个关于truncate的例子:

     1 obj1 = open('filetest.txt','r+')
     2 
     3 obj1.write('this is a truncate test,***')
     4 obj1.seek(0)
     5 print 'first read:
    ',obj1.read()
     6 
     7 obj1.seek(0)
     8 obj1.write('this is a truncate test')
     9 obj1.truncate()
    10 obj1.seek(0)
    11 print '
    second read:
    ',obj1.read()
    1 first read:
    2 this is a truncate test,***valleys and the heart
    3 Open to the lonely soul of sickle harvesting
    4 Repeat outrightly, but also repeat the well-being of
    5 Eventually swaying in the desert oasis
    6 
    7 second read
    8 this is a truncate test
    truncate result

    有上面的打印结果我们可以知道,在文件进行写操作的时候,会根据指针的位置直接覆盖相应的内容,但是很多时候我们修改完文件之后,后面的东西就不想保留了,这个时候我们使用truncate方法,文件就仅保存当前指针位置之前的内容。我们同样可以使用truncate(n)来保存n之前的内容,n表示指针位置。

    with操作文件

    为了避免打开文件后忘记关闭,可以通过管理上下文,即:with open('文件路径','操作方式') as 文件句柄:

    1 #使用whith打开可以不用close
    2 with open('E:PythonL\filetest.txt','r') as file_obj:
    3     file_obj.write('')
    4 
    5 #在Python 2.7 后,with又支持同时对多个文件的上下文进行管理,下例为同时打开两个文件
    6 #with open('E:PythonL\filetest1.txt','r') as file_obj1,open('E:PythonL\filetest2.txt','w') as file_obj2:'''

    容易犯的错误:

    ValueError: Mixing iteration and read methods would lose data

    我在操作文件的过程中遇到过这样一个问题,从字面上来看是说指针错误,那么这种问题是怎么产生的呢?我发现在使用next或者xreadlines方法之后再使用read或readlines方法就会出现这种错误,原因是next或者xreadlines包括我们平时常用的for循环读取文件的方式,程序都是在自己内部维护了一个指针(这也解释了我们使用这些方法的时候再用tell方法拿到的指针都是指向了的文件末尾,而不是当前独到的位置),所以如果我们要先使用上述的next或者xreadlines方法读取一行,然后再用read或readlines方法将剩余的内容读到就会报错。

    解决方案:

    这个时候有两种解决方案:

    第一种,在读取一行后,用seek指定指针的位置,就可以继续使用其他方法了

    第二种,使用readline方法,这个方法没有内部维护的指针,它就是辣么单纯的一行一行傻傻的读,指针也就傻傻的一行一行往下移动。这个时候你也可以使用tell方法追踪到指针的正确位置,也可以使用seek方法定位到想定位的地方,配合truncate,wirte等方法,简直不能更好用一些。

  • 相关阅读:
    T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction
    pandas.read_csv中的usecols函数实现读取指定列
    python3.7+tensorflow+keras的安装
    python操作word表格格式
    windows下pip换阿里云(贼快)
    Python中 sys.argv[]的用法简明解释
    ARIMA时间序列分析
    python--data.dropna
    查看linux系统的常用命令
    redis在php中的应用(server篇)
  • 原文地址:https://www.cnblogs.com/Eva-J/p/4949288.html
Copyright © 2020-2023  润新知